Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0003-3221-0945
Biography
CONTACT INFORMATION: [email protected]
RESEARCH INTERESTS: simulation modeling and optimization, applied probability, machine learning
EDUCATION
- Sep. 2018 - Oct. 2022 City University of Hong Kong
Ph.D. (Advanced Design and Systems Engineering) - Sep. 2014 - Jul. 2018 Harbin Institute of Technology
Bachelor of Science (Mathematics and Applied Mathematics)
PUBLICATIONS
- Y. Li and S. Gao, “On the Finite-Time Performance of the Knowledge Gradient Algorithm”, Proceedings of the 39th International Conference on Machine Learning (ICML 2022), PMLR 162:12741-12764.
- Y. Li and S. Gao, “On the Convergence of Optimal Computing Budget Allocation Algorithms”, Proceedings of the 2021 Winter Simulation Conference (WSC 2021).
- X. Zhao, T. Fan, Y. Li, Y. Zheng and J. Pan, “An Efficient and Responsive Robot Motion Controller for Safe Human-Robot Collaboration”, IEEE Robotics and Automation Letters, 2021.
- F. Gao, Y. Li and S. Gao, “Selecting an Optimal Subset with Regression Metamodels”, Proceedings of the 3rd IEEE Conference on Control Technology and Applications (CCTA 2019).
- Y. Guo, Y. Li and X. Ding, “Razumikhin Approach Conjoined with Graph Theory to Input-to-State Stability of Coupled Retarded Systems on Networks”, Neurocomputing, 2017.
HONORS AND AWARDS
- Third-Class Scholarship of 2017 Industry and Information Technology Innovation and Entrepreneurship Scholarship
- First Price of the Preliminary of Chinese Undergraduate Mathematics Contest in Heilongjiang Province
- Second Price of China Undergraduate Mathematics Contest in Modeling (CUMCM) in Shandong Province
- Academic Lead Forward Scholarship
SERVICE
- Serving as PC member:
Winter Simulation Conference 2022
- Invited to review:
Automatica
IEEE Transactions on Automation Science and Engineering
Transportmetrica B: Transport Dynamics
The 2021 INFORMS Conference on Service Science
The 2021 IEEE/SICE Symposium on System Integration
The 2020 IEEE/SICE Symposium on System Integration - Serving as teaching assistants:
SEEM8202 - System Modelling and Management
SEEM5006 - Operations Management
SEEM4103 - Decision Analysis and Risk Management
SEEM4026 - Systems Modelling and Simulation
SEEM3020 - Engineering Economic Analysis
SKILLS
- Programming: MATLAB, Python, Arena
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Research output
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On the Finite-Time Performance of the Knowledge Gradient Algorithm
Li, Y. & Gao, S., Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 12741-12764 (Proceedings of Machine Learning Research; vol. 162).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
4 Link opens in a new tab Citations (Scopus) -
An Efficient and Responsive Robot Motion Controller for Safe Human-Robot Collaboration
Zhao, X., Fan, T., Li, Y., Zheng, Y. & Pan, J., Jul 2021, In: IEEE Robotics and Automation Letters. 6, 3, p. 6068-6075Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
22 Link opens in a new tab Citations (Scopus) -
On the Convergence of Optimal Computing Budget Allocation Algorithms
Li, Y. & Gao, S., Dec 2021, 2021 Winter Simulation Conference (WSC). IEEE, 12 p. (Proceedings - Winter Simulation Conference).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Link opens in a new tab Citation (Scopus) -
Selecting an Optimal Subset with Regression Metamodels
Gao, F., Li, Y., Gao, S. & Xiao, H., Aug 2019, IEEE CCTA 2019: 3rd IEEE Conference on Control Technology and Applications. IEEE, p. 851-855 8920514. (CCTA - IEEE Conference on Control Technology and Applications).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
2 Link opens in a new tab Citations (Scopus)
Thesis
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On the Convergence Rates of a Class of Ranking and Selection Algorithms
LI, Y. (Author), GAO, S. (Supervisor), 26 Jul 2022Student thesis: Doctoral Thesis